package com.self.core.polr.models

/**
  * 有序回归的测试数据
  */

/**
  * editor: xuhao
  * date: 2018-05-05 10:30:00
  */
object TestData {
  val testDataMeetingPoint = Array(
    -1.802378e+00, -2.009464230, "丁"
    , -1.508874e-01, -3.968492955, "丁"
    , 8.793542e+00, 6.133925280, "乙"
    , 1.352542e+00, 4.755306513, "乙"
    , 1.646439e+00, -6.545832687, "丁"
    , 9.575325e+00, 0.524262746, "丙"
    , 3.304581e+00, -3.479739114, "丁"
    , -5.325306e+00, -9.353755353, "丁"
    , -2.434264e+00, 1.750600656, "丁"
    , -1.228310e+00, 0.603941454, "丙"
    , 7.120409e+00, 0.513153662, "乙"
    , 2.799069e+00, 2.080762709, "丙"
    , 3.003857e+00, 5.412325822, "乙"
    , 1.553414e+00, 2.027987522, "乙"
    , -1.779206e+00, -2.082179214, "甲"
    , 9.934566e+00, -2.673996260, "丁"
    , 3.489252e+00, 0.340986035, "乙"
    , -8.833086e+00, 2.550084933, "乙"
    , 4.506780e+00, -4.198401764, "丁"
    , -1.363957e+00, 0.078455656, "丁"
    , -4.339119e+00, 5.836336301, "甲"
    , -8.987457e-02, 0.458599544, "丙"
    , -4.130022e+00, -2.492103338, "甲"
    , -2.644456e+00, -0.379725842, "丙"
    , -2.125196e+00, 6.573242727, "乙"
    , -7.433467e+00, 3.750219806, "乙"
    , 5.188935e+00, 7.183379000, "甲"
    , 1.766866e+00, 1.695489286, "乙"
    , -4.690685e+00, 3.051375482, "乙"
    , 7.269075e+00, -1.792284562, "丙"
    , 3.132321e+00, 4.026853345, "乙"
    , -4.753574e-01, -1.531667711, "丙"
    , 5.475628e+00, -6.102827523, "丁"
    , 5.390667e+00, 1.639964828, "丙"
    , 5.107905e+00, 10.729256089, "乙"
    , 4.443201e+00, 5.004571698, "乙"
    , 3.769588e+00, 6.826266950, "甲"
    , 6.904414e-01, 2.794278615, "甲"
    , -5.298133e-01, -2.042785892, "乙"
    , -9.023550e-01, -0.011204276, "乙"
    , -2.473535e+00, -0.366240534, "丙"
    , -3.958639e-02, -1.343498899, "丁"
    , -5.326982e+00, 4.520836420, "乙"
    , 1.184478e+01, -4.986817512, "丁"
    , 7.039810e+00, 5.331830661, "甲"
    , -4.615543e+00, 5.320762431, "甲"
    , -1.014424e+00, -4.993111795, "丙"
    , -1.333277e+00, 4.197459990, "乙"
    , 4.899826e+00, 13.151133262, "乙"
    , 5.831547e-01, -1.786077410, "丙"
    , 2.266593e+00, 5.224521207, "乙"
    , 8.572662e-01, -2.911009228, "丁"
    , 7.856477e-01, 6.553557091, "甲"
    , 7.843011e+00, 2.249123600, "丙"
    , -1.288549e-01, 9.259576958, "甲"
    , 8.582353e+00, -6.294853643, "丁"
    , -6.743764e+00, 0.743510569, "乙"
    , 3.923069e+00, -1.634625881, "乙"
    , 1.619271e+00, 0.013675655, "乙"
    , 2.079708e+00, -2.147893713, "丙"
    , 2.898197e+00, -3.169217903, "丁"
    , -1.511617e+00, 3.893611873, "甲"
    , -6.660369e-01, -4.437903570, "丙"
    , -4.092877e+00, 8.420154658, "甲"
    , -4.358956e+00, -4.931032927, "丁"
    , 2.517643e+00, 1.505395757, "丁"
    , 3.241049e+00, 3.664946434, "乙"
    , 1.265021e+00, 3.933676695, "乙"
    , 5.611337e+00, -0.508733319, "乙"
    , 1.125042e+01, 1.397509977, "乙"
    , -1.455156e+00, 5.806320759, "乙"
    , -1.054584e+01, -6.282329585, "丙"
    , 6.028693e+00, -2.908698558, "丙"
    , -2.546004e+00, 2.602011572, "乙"
    , -2.440043e+00, -1.223909892, "乙"
    , 6.127857e+00, 7.850019970, "甲"
    , -4.238650e-01, 4.366269317, "乙"
    , -5.103589e+00, 1.360833762, "乙"
    , 1.906517e+00, -6.538786588, "丙"
    , 3.055432e-01, 1.130501127, "丁"
    , 1.028821e+00, -0.582079341, "丁"
    , 2.926402e+00, 0.488267432, "乙"
    , -8.533002e-01, -4.907796135, "丙"
    , 4.221883e+00, 3.493290219, "丙"
    , -1.024328e-01, -4.194782202, "丁"
    , 2.658910e+00, -0.131109907, "乙"
    , 6.484195e+00, 2.907129147, "乙"
    , 3.175907e+00, -2.917578945, "乙"
    , -6.296579e-01, 3.914957028, "乙"
    , 6.744038e+00, -5.582552008, "丁"
    , 5.967519e+00, -13.048873395, "丁"
    , 3.741985e+00, 3.324839954, "乙"
    , 2.193659e+00, 5.202699135, "乙"
    , -2.139530e+00, -0.429227118, "丁"
    , 7.803262e+00, 3.520631273, "乙"
    , -2.001298e+00, -4.779582625, "丙"
    , 1.193666e+01, 0.364256966, "乙"
    , 8.663053e+00, -8.707591880, "丁"
    , -1.785018e-01, 6.905904457, "甲"
    , -4.132105e+00, 10.299554308, "乙"
    , -2.552033e+00, 6.370061301, "甲"
    , 2.284419e+00, 0.863265168, "丙"
    , -2.334594e-01, 0.833348289, "乙"
    , -7.377130e-01, -6.580338116, "丙"
    , -3.758093e+00, 4.951926719, "甲"
    , 7.748614e-01, -0.053670903, "乙"
    , -2.924522e+00, -2.283714627, "丁"
    , -7.339710e+00, -6.060128963, "丁"
    , -9.011326e-01, -0.498812483, "乙"
    , 5.594983e+00, -3.245305675, "丙"
    , -1.876735e+00, -0.985152602, "乙"
    , 4.039822e+00, -5.087999939, "丁"
    , -7.089414e+00, 9.437947415, "甲"
    , 7.221902e-01, 0.919987364, "乙"
    , 3.597036e+00, 6.374725386, "乙"
    , 2.505767e+00, -12.008498351, "丁"
    , 1.528381e+00, -1.265989150, "乙"
    , -2.203530e+00, -2.377411458, "丁"
    , -3.248522e+00, -5.114630897, "丙"
    , -4.120644e+00, 8.733045771, "甲"
    , 1.588233e+00, -6.076409599, "丙"
    , -3.737373e+00, 2.591951302, "乙"
    , -1.452787e+00, 5.232181428, "乙"
    , -2.804610e-01, 1.890950942, "丙"
    , 1.021931e+01, -3.376277387, "丙"
    , -2.259750e+00, 5.705829034, "丙"
    , 2.176933e+00, 1.852940409, "乙"
    , 1.389804e+00, -4.317489532, "丁"
    , -3.809283e+00, -5.940245238, "丁"
    , 6.434596e-01, 11.433587172, "甲"
    , 8.222754e+00, -2.392515727, "丁"
    , 3.257520e+00, -8.277858270, "丁"
    , 1.206165e+00, 3.666296814, "丙"
    , -1.112484e+00, 2.551151280, "丙"
    , -9.266236e+00, -5.769171679, "丙"
    , 6.656686e+00, -8.714782068, "丁"
    , -6.303200e+00, 0.418487414, "乙"
    , 4.699738e+00, 6.696981459, "甲"
    , 1.054552e+01, 4.180620176, "甲"
    , -6.219466e+00, -1.464687121, "丙"
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    , -3.109874e-01, 2.355333784, "丙"
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    , -6.308778e+00, -3.154057637, "丁"
    , 4.439584e+00, -0.652723501, "丙"
    , 1.150054e+01, 4.704072619, "乙"
    , -5.435152e+00, 5.949858043, "甲"
    , 4.938694e+00, -8.692523507, "丁"
    , 4.845211e+00, 1.535952035, "甲"
    , 2.661013e+00, 4.043895059, "乙"
    , -4.041883e+00, -6.254121567, "丁"
    , 4.027370e-01, 3.403127999, "乙"
    , -4.019767e-01, -3.140871352, "丁"
    , 3.814948e+00, 6.101265061, "乙"
    , -8.621938e-01, 3.692410161, "甲"
    , 5.884867e+00, 4.845261475, "乙"
    , -8.729043e-01, 1.603596646, "乙"
    , 6.263557e+00, 5.318242171, "甲"
    , -4.245885e+00, 7.902572642, "乙"
    , -5.300776e+00, 10.831240077, "甲"
    , 1.720520e+01, 0.858024726, "丙"
    , -1.084288e+00, -10.245255452, "丁"
    , 2.491138e+00, 1.157630023, "甲"
    , 4.182848e+00, 2.027806042, "丁"
    , -1.418903e+00, 0.223273264, "甲"
    , 3.584310e+00, 3.841443104, "乙"
    , 2.844823e+00, 6.053389823, "乙"
    , -7.690254e-02, -1.589912151, "丁"
    , 1.326465e+00, -0.470476636, "丙"
    , 8.296637e-01, 2.989211044, "丙"
    , 1.164226e+01, -1.751118707, "丁"
    , -2.706680e+00, 1.456336917, "乙"
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    , 1.188942e+00, -4.599498607, "丁"
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    , 3.182617e+00, -3.268118484, "丁"
    , -1.291827e+00, -2.466522640, "乙"
    , -4.316631e+00, 2.911525713, "甲"
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    , -7.482519e-01, -2.636917645, "丁"
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  )

  implicit class ArrayToMatrix[T](val values: Array[T]) {
    def toMatrixArrayByCol(rows: Int, cols: Int) = {
      require(values.lengthCompare(rows * cols) == 0)
      Array.range(0, cols).map(col => values.slice(col * rows, (col + 1) * rows))
    }


    def toMatrixArrayByRow(rows: Int, cols: Int) = {
      require(values.lengthCompare(rows * cols) == 0)
      Array.range(0, rows).map(row => values.slice(row * cols, (row + 1) * cols))
    }

  }

}
